Resources
Class Schedule
1st week
03/03 Overview and introduction
2nd week
03/10 Convolutional Neural Networks
3rd week
03/17 AlexNet: Image Classification with Deep Convolutional Neural Networks
4th week
03/24 ResNet: Deep Residual Learning for Image Recognition
5th week
03/31 Transfer Learning
6th week
04/07 Spring break
7th week
04/14 1st Midterm Project Demonstration & Presentation
8th week
04/21 U-Net: Convolutional Networks for Biomedical Image Segmentation
9th week
04/28 YOLO: Unified, Real-time Object Detection
10th week
05/05 Generative Adversarial Network (GAN)
11th week
05/12 Recurrent Neural Networks (RNN)
12th week
05/19 2nd Midterm Project Demonstration & Presentation
13th week
05/26 校外專家演講
14th week
06/02 校外專家演講
15th week
06/09 醫院/公司參訪
16th week
06/16 Final Project Demonstration & Presentation